Breaking the Symmetry: Resolving Symmetry Ambiguities in Equivariant Neural Networks

Sidhika Balachandar, Adrien Poulenard, Congyue Deng +1

Equivariant networks have been adopted in many 3-D learning areas. Here we identify a fundamental limitation of these networks: their ambiguity to symmetries. Equivariant networks…